Julia Fukuyama

1. A Consequentialist Critique of Binary Classification Evaluation: Theory, Practice, and Tools
   2025/04/06 by Gerardo Flores, Abigail Schiff, Flores, Gerardo +9 · 2 voices
   Computer Science · Mathematics · Medicine · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Sepsis Diagnosis and Treatment #cs.AI #cs.LG #stat.ME #stat.ML
2. Multiscale Analysis of Count Data through Topic Alignment
   2021/09/12 by Julia Fukuyama, Fukuyama, Julia, Kris Sankaran +3 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Applications (stat.AP) #Bioinformatics and Genomic Networks #Computation (stat.CO) #Data Analysis with R #FOS: Computer and information sciences #Gene expression and cancer classification
3. A Sitewise Model of Natural Selection on Individual Antibodies via a Transformer–Encoder
   2025/07/30 by F. A. Matsen, Kevin Sung, Mackenzie M. Johnson +7 · 2 voices · 2 citations
   Medicine · Biochemistry, Genetics and Molecular Biology · #Monoclonal and Polyclonal Antibodies Research #Gene Regulatory Network Analysis #Receptor Mechanisms and Signaling